Data visualization is an essential part of the statistical analysis process, both for exploratory analyses and summarizing findings.
Exploratory Data Analysis
Used for data quality checks
Help explore and understand the data
Typically, not seen by anyone else
Polished Data Visualization
Used to summarize data in presentations or papers
Should stand alone with appropriate titles, axes, labels, and captions